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Criterion
Paper illustration for Smoke Test.
Product Discovery
Smoke Test
A paper-based illustration representing Pirate Metrics (AARRR) with its core stages and visible working result.
Growth
Pirate Metrics AARRR
Purposedifferent
When demand only needs to be roughly verified, it tests interest with minimal effort. It measures whether people would take a next step at all.For products with complex usage paths, overall growth alone is too coarse to reveal bottlenecks. Pirate Metrics breaks the relationship with the product into consecutive stages and shows where the funnel actually leaks.
Complexitydifferent
LowMedium
Timedifferent
1-5 Tage1-2 h Setup, laufend
Participantsdifferent
Nutzertraffic2-8
Formatdifferent
AsyncWorkshop + async
Outputdifferent
Interest Metrics, Conversion Signal, Learning NoteAARRR funnel, Metric baseline, Experiment backlog
Tags2 shared
ValidationExperimentsDemandGrowth
GrowthMetricsExperiments
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Often compared together

Methods with strong topical overlap with the current selection, not yet in the comparison.

Paper illustration for Fake Door Test
Product Discovery
Fake Door Test
Paper illustration of a calm four-quadrant Assumption Map with hypothesis cards and emphasis on important assumptions with little evidence.
Product Discovery
Assumption Mapping
Paper illustration of Counter Metrics with its method-specific working model.
Product Strategy
Counter Metrics